Train on custom dataset

[JiananZhao0224]

Hi, I really appreciate for the work you've done.
I wondered if the training code will be released, which can be used to train our custom dataset, thanks.

Best regards.

[Tobias-Fischer]

Hi @JiananZhao0224, many thanks for your interest in Patch-NetVLAD. We will release training code in the next few weeks.

Best, Tobias

[wzxuhuaiyuan]

Hi! I'm very inspired by your wonderful work! Could you tell me when you will release the training code? I want to train it myself. Thanks.

Best, Huaiyuan

[StephenHausler]

Hi @wzxuhuaiyuan, thanks for your interest in our work! We will have the training code released by the end of this month at the very latest.

[Tobias-Fischer]

Just in time - @StephenHausler managed to get it done in #20

Please let us know if you run into issues.

[alien19]

Hi @Tobias-Fischer , I'd like really to show my appreciation for your work but I want to know if there is a provided code for training Patch-NetVLAD on a custom dataset or how to build my dataset to be compatible with the available code

thanks in advance.

[Tobias-Fischer]

Hi @alien19, many thanks for your message. At the moment we do not support training on a custom dataset in this repository. I'll chat again with @StephenHausler to see how much work it would be for us to support this - but unfortunately it is not a priority at the moment with several deadlines coming up for us.

[alien19]

Thanks @Tobias-Fischer, looking forward to your reply and good luck with your deadlines.
But for now if you can provide a brief about the Mapillary dataloader or the metadata required for training the model, I'd be very thankful.

[Tobias-Fischer]

Hi, do you have any specific questions? Most of the code is in https://github.com/QVPR/Patch-NetVLAD/tree/main/patchnetvlad/training_tools

[alien19]

Thank you @Tobias-Fischer, I checked most of the code (not all yet) in order to try the training code with the "Mapillary dataset" so, now I want to know how to form my dataset in order to supply the model with it for training (already checked that there are 4 metadata files)

[Zhaozhpe]

Hello, I am also trying to train Patch-NetVLAD on a custom dataset, but it's not going very well. I would like to ask if you have solved this problem, or if it is convenient to communicate this problem together.